GPT-6 Sol (Xhigh) vs Qwen3 VL 235B A22B Instruct

GPT-6 Sol (Xhigh) vs Qwen3 VL 235B A22B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-6 Sol (Xhigh)Off the frontier
Intelligence
44.20
Total cost
$855
AlibabaQwen3 VL 235B A22B InstructNot ranked · benchmark data missing
Intelligence
9.90
Total cost
-
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricGPT-6 Sol (Xhigh)Qwen3 VL 235B A22B InstructDifference
Intelligence (higher is better)44.29.9−77.6% Qwen3 VL 235B A22B In… is 77.6% less intelligent
Total AA cost (lower is better)$854.60Not reported— not comparable
End-to-end time (lower is better)48.79s11.98s−75.4% Qwen3 VL 235B A22B In… is 75.4% faster
Price per 1M tokens (in / out)$2.00 / $10.0$0.21 / $1.39
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-6 Sol (Xhigh): what beats itQwen3 VL 235B A22B Instruct: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-sol-xhigh/qwen3-vl-235b-a22b-instruct · Markdown: /api/v1/compare/gpt-6-sol-xhigh/qwen3-vl-235b-a22b-instruct?format=md · llms.txt · agent skill